Overview

Brought to you by YData

Dataset statistics

Number of variables	35
Number of observations	634351
Missing cells	2179774
Missing cells (%)	9.8%
Duplicate rows	294795
Duplicate rows (%)	46.5%
Total size in memory	169.4 MiB
Average record size in memory	280.0 B

Variable types

Numeric	12
Text	6
Categorical	12
DateTime	5

Alerts

`nombretramo` has constant value "Por Defnir"	Constant
`created_user` has constant value "SIG_INVIAS"	Constant
`created_date` has constant value "2025-05-02 05:01:01"	Constant
`last_edited_user` has constant value "SIG_INVIAS"	Constant
`last_edited_date` has constant value "2025-05-02 05:01:01"	Constant
Dataset has 294795 (46.5%) duplicate rows	Duplicates
`administrador` is highly overall correlated with `grupo_administrador_vial`	High correlation
`calzada` is highly overall correlated with `categoria` and 1 other fields	High correlation
`cantidadexentos787` is highly overall correlated with `cantidadtrafico`	High correlation
`cantidadtrafico` is highly overall correlated with `cantidadexentos787`	High correlation
`categoria` is highly overall correlated with `calzada`	High correlation
`grupo_administrador_vial` is highly overall correlated with `administrador` and 2 other fields	High correlation
`idpeaje` is highly overall correlated with `nombre_ruta` and 1 other fields	High correlation
`nombre_ruta` is highly overall correlated with `idpeaje` and 2 other fields	High correlation
`objectid` is highly overall correlated with `calzada`	High correlation
`poste_de_referencia_final` is highly overall correlated with `poste_de_referencia_inicial`	High correlation
`poste_de_referencia_inicial` is highly overall correlated with `poste_de_referencia_final`	High correlation
`ruta` is highly overall correlated with `grupo_administrador_vial` and 4 other fields	High correlation
`superficie` is highly overall correlated with `nombre_ruta` and 1 other fields	High correlation
`territorial` is highly overall correlated with `grupo_administrador_vial` and 1 other fields	High correlation
`categoria` is highly imbalanced (66.5%)	Imbalance
`superficie` is highly imbalanced (65.0%)	Imbalance
`fuente` is highly imbalanced (56.4%)	Imbalance
`cantidadevasores` has 98166 (15.5%) missing values	Missing
`cantidadexentos787` has 97703 (15.4%) missing values	Missing
`ubicacion` has 24588 (3.9%) missing values	Missing
`objectid` has 71877 (11.3%) missing values	Missing
`categoria` has 71877 (11.3%) missing values	Missing
`poste_de_referencia_inicial` has 71877 (11.3%) missing values	Missing
`distancia_inicial` has 71877 (11.3%) missing values	Missing
`poste_de_referencia_final` has 71877 (11.3%) missing values	Missing
`distancia_final` has 71877 (11.3%) missing values	Missing
`nombre_ruta` has 71877 (11.3%) missing values	Missing
`sector` has 71877 (11.3%) missing values	Missing
`administrador` has 71877 (11.3%) missing values	Missing
`grupo_administrador_vial` has 449900 (70.9%) missing values	Missing
`superficie` has 71877 (11.3%) missing values	Missing
`calzada` has 71877 (11.3%) missing values	Missing
`ruta` has 71877 (11.3%) missing values	Missing
`fuente` has 71877 (11.3%) missing values	Missing
`globalid` has 71877 (11.3%) missing values	Missing
`nombretramo` has 71877 (11.3%) missing values	Missing
`created_user` has 71877 (11.3%) missing values	Missing
`created_date` has 71877 (11.3%) missing values	Missing
`last_edited_user` has 71877 (11.3%) missing values	Missing
`last_edited_date` has 71877 (11.3%) missing values	Missing
`territorial` has 71877 (11.3%) missing values	Missing
`shape__length` has 71877 (11.3%) missing values	Missing
`cantidadevasores` is highly skewed (γ1 = 180.1816019)	Skewed
`valortarifa` has 25976 (4.1%) zeros	Zeros
`cantidadtrafico` has 13625 (2.1%) zeros	Zeros
`cantidadevasores` has 529685 (83.5%) zeros	Zeros
`cantidadexentos787` has 255344 (40.3%) zeros	Zeros
`poste_de_referencia_inicial` has 204345 (32.2%) zeros	Zeros
`distancia_inicial` has 311133 (49.0%) zeros	Zeros
`poste_de_referencia_final` has 24644 (3.9%) zeros	Zeros
`distancia_final` has 140019 (22.1%) zeros	Zeros
`territorial` has 29885 (4.7%) zeros	Zeros

Reproduction

Analysis started	2025-05-29 02:01:10.708222
Analysis finished	2025-05-29 02:03:12.867753
Duration	2 minutes and 2.16 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

idpeaje
Real number (ℝ)

High correlation

Distinct	151
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.461973

Minimum	1
Maximum	221
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	26
median	49
Q3	79
95-th percentile	135
Maximum	221
Range	220
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	38.69535
Coefficient of variation (CV)	0.68533472
Kurtosis	0.96888243
Mean	56.461973
Median Absolute Deviation (MAD)	24
Skewness	1.0956108
Sum	35816709
Variance	1497.3301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	32428	5.1%
23	24705	3.9%
39	24060	3.8%
25	22302	3.5%
50	21249	3.3%
16	20664	3.3%
54	15505	2.4%
27	14945	2.4%
26	12796	2.0%
15	12768	2.0%
Other values (141)	432929	68.2%

Value	Count	Frequency (%)
1	1814	0.3%
2	2586	0.4%
3	6555	1.0%
4	5466	0.9%
5	2612	0.4%
6	2094	0.3%
7	920	0.1%
8	6048	1.0%
9	2968	0.5%
10	2829	0.4%

Value	Count	Frequency (%)
221	80	< 0.1%
215	190	< 0.1%
185	884	0.1%
184	416	0.1%
183	240	< 0.1%
178	1212	0.2%
176	1242	0.2%
173	606	0.1%
172	123	< 0.1%
171	1437	0.2%

peaje
Text

Distinct	151
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Length

Max length	18
Median length	14
Mean length	8.4234533
Min length	4

Characters and Unicode

Total characters	5343426
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ALVARADO
2nd row	ALVARADO
3rd row	ALVARADO
4th row	ALVARADO
5th row	ALVARADO

Value	Count	Frequency (%)
el	53735	6.3%
loboguerrero	32428	3.8%
los	28552	3.3%
la	28375	3.3%
roble	24705	2.9%
amagá	24060	2.8%
albarracín	22302	2.6%
caimanera	21249	2.5%
andes	20664	2.4%
puerto	17015	2.0%
Other values (162)	582278	68.1%

Most occurring characters

Value	Count	Frequency (%)
A	910427	17.0%
R	525399	9.8%
O	455438	8.5%
E	424926	8.0%
L	334488	6.3%
C	288869	5.4%
S	279988	5.2%
I	274159	5.1%
N	262040	4.9%
	221012	4.1%
Other values (25)	1366680	25.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5343426	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	910427	17.0%
R	525399	9.8%
O	455438	8.5%
E	424926	8.0%
L	334488	6.3%
C	288869	5.4%
S	279988	5.2%
I	274159	5.1%
N	262040	4.9%
	221012	4.1%
Other values (25)	1366680	25.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5343426	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	910427	17.0%
R	525399	9.8%
O	455438	8.5%
E	424926	8.0%
L	334488	6.3%
C	288869	5.4%
S	279988	5.2%
I	274159	5.1%
N	262040	4.9%
	221012	4.1%
Other values (25)	1366680	25.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5343426	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	910427	17.0%
R	525399	9.8%
O	455438	8.5%
E	424926	8.0%
L	334488	6.3%
C	288869	5.4%
S	279988	5.2%
I	274159	5.1%
N	262040	4.9%
	221012	4.1%
Other values (25)	1366680	25.6%

categoriatarifa
Categorical

Distinct	50
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

I	71023
II	70932
III	70877
V	70297
IV	70194
Other values (45)	281028

Length

Max length	6
Median length	2
Mean length	2.1039235
Min length	1

Characters and Unicode

Total characters	1334626
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	I
2nd row	II
3rd row	III
4th row	IV
5th row	V

Common Values

Value	Count	Frequency (%)
I	71023	11.2%
II	70932	11.2%
III	70877	11.2%
V	70297	11.1%
IV	70194	11.1%
IE	36412	5.7%
EG	36026	5.7%
ER	35833	5.6%
EA	33530	5.3%
VI	31740	5.0%
Other values (40)	107487	16.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
i	71023	11.2%
ii	70932	11.2%
iii	70877	11.2%
v	70297	11.1%
iv	70194	11.1%
ie	36412	5.7%
eg	36026	5.7%
er	35833	5.6%
ea	33530	5.3%
vi	31740	5.0%
Other values (40)	107487	16.9%

Most occurring characters

Value	Count	Frequency (%)
I	737354	55.2%
V	214116	16.0%
E	213974	16.0%
A	44879	3.4%
G	36026	2.7%
R	35833	2.7%
C	15220	1.1%
P	9946	0.7%
O	9946	0.7%
L	9946	0.7%
Other values (8)	7386	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1334626	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	737354	55.2%
V	214116	16.0%
E	213974	16.0%
A	44879	3.4%
G	36026	2.7%
R	35833	2.7%
C	15220	1.1%
P	9946	0.7%
O	9946	0.7%
L	9946	0.7%
Other values (8)	7386	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1334626	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	737354	55.2%
V	214116	16.0%
E	213974	16.0%
A	44879	3.4%
G	36026	2.7%
R	35833	2.7%
C	15220	1.1%
P	9946	0.7%
O	9946	0.7%
L	9946	0.7%
Other values (8)	7386	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1334626	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	737354	55.2%
V	214116	16.0%
E	213974	16.0%
A	44879	3.4%
G	36026	2.7%
R	35833	2.7%
C	15220	1.1%
P	9946	0.7%
O	9946	0.7%
L	9946	0.7%
Other values (8)	7386	0.6%

desde
Date

Distinct	306
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Minimum	2014-01-01 00:00:00
Maximum	2024-05-01 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

hasta
Date

Distinct	273
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Minimum	2014-01-04 00:00:00
Maximum	2024-05-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

valortarifa
Real number (ℝ)

Zeros

Distinct	805
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16938.656

Minimum	0
Maximum	161600
Zeros	25976
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	500
Q1	7100
median	11100
Q3	24200
95-th percentile	47100
Maximum	161600
Range	161600
Interquartile range (IQR)	17100

Descriptive statistics

Standard deviation	15113.364
Coefficient of variation (CV)	0.89224102
Kurtosis	4.9960572
Mean	16938.656
Median Absolute Deviation (MAD)	6700
Skewness	1.796389
Sum	1.0745053 × 10¹⁰
Variance	2.2841377 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25976	4.1%
7100	8214	1.3%
8400	8133	1.3%
9600	6795	1.1%
8700	6442	1.0%
9300	5912	0.9%
8100	5906	0.9%
9100	5625	0.9%
7700	5448	0.9%
7200	5280	0.8%
Other values (795)	550620	86.8%

Value	Count	Frequency (%)
0	25976	4.1%
200	3824	0.6%
300	400	0.1%
400	1424	0.2%
500	1124	0.2%
600	3740	0.6%
700	5274	0.8%
800	1836	0.3%
900	323	0.1%
1000	1574	0.2%

Value	Count	Frequency (%)
161600	5	< 0.1%
161300	2	< 0.1%
150700	5	< 0.1%
150400	2	< 0.1%
145500	5	< 0.1%
145200	2	< 0.1%
142700	41	< 0.1%
135800	5	< 0.1%
135500	2	< 0.1%
135100	26	< 0.1%

cantidadtrafico
Real number (ℝ)

High correlation Zeros

Distinct	39582
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23641.344

Minimum	0
Maximum	1124159
Zeros	13625
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	304
median	4046
Q3	15698
95-th percentile	101621
Maximum	1124159
Range	1124159
Interquartile range (IQR)	15394

Descriptive statistics

Standard deviation	72350.704
Coefficient of variation (CV)	3.0603465
Kurtosis	73.257493
Mean	23641.344
Median Absolute Deviation (MAD)	4007
Skewness	7.4825358
Sum	1.499691 × 10¹⁰
Variance	5.2346244 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13625	2.1%
1	4095	0.6%
2	3314	0.5%
4	2448	0.4%
3	2377	0.4%
6	2345	0.4%
10	2095	0.3%
5	2041	0.3%
14	1912	0.3%
13	1879	0.3%
Other values (39572)	598220	94.3%

Value	Count	Frequency (%)
0	13625	2.1%
1	4095	0.6%
2	3314	0.5%
3	2377	0.4%
4	2448	0.4%
5	2041	0.3%
6	2345	0.4%
7	1876	0.3%
8	1856	0.3%
9	1358	0.2%

Value	Count	Frequency (%)
1124159	18	< 0.1%
1120843	18	< 0.1%
1055640	18	< 0.1%
1050858	18	< 0.1%
1046549	9	< 0.1%
1042673	18	< 0.1%
1028714	18	< 0.1%
1002112	18	< 0.1%
1001840	18	< 0.1%
993263	18	< 0.1%

cantidadevasores
Real number (ℝ)

Missing Skewed Zeros

Distinct	83
Distinct (%)	< 0.1%
Missing	98166
Missing (%)	15.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.1897927

Minimum	0
Maximum	4006
Zeros	529685
Zeros (%)	83.5%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4006
Range	4006
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.2531
Coefficient of variation (CV)	80.367159
Kurtosis	38797.356
Mean	0.1897927
Median Absolute Deviation (MAD)	0
Skewness	180.1816
Sum	101764
Variance	232.65707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	529685	83.5%
1	3035	0.5%
2	897	0.1%
3	761	0.1%
4	392	0.1%
5	296	< 0.1%
6	222	< 0.1%
7	146	< 0.1%
8	120	< 0.1%
9	68	< 0.1%
Other values (73)	563	0.1%
(Missing)	98166	15.5%

Value	Count	Frequency (%)
0	529685	83.5%
1	3035	0.5%
2	897	0.1%
3	761	0.1%
4	392	0.1%
5	296	< 0.1%
6	222	< 0.1%
7	146	< 0.1%
8	120	< 0.1%
9	68	< 0.1%

Value	Count	Frequency (%)
4006	2	< 0.1%
3726	2	< 0.1%
2470	3	< 0.1%
2151	3	< 0.1%
1641	6	< 0.1%
996	2	< 0.1%
764	2	< 0.1%
733	6	< 0.1%
666	4	< 0.1%
614	3	< 0.1%

cantidadexentos787
Real number (ℝ)

High correlation Missing Zeros

Distinct	3841
Distinct (%)	0.7%
Missing	97703
Missing (%)	15.4%
Infinite	0
Infinite (%)	0.0%
Mean	223.26961

Minimum	0
Maximum	101300
Zeros	255344
Zeros (%)	40.3%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	61
95-th percentile	1470
Maximum	101300
Range	101300
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	726.50309
Coefficient of variation (CV)	3.2539274
Kurtosis	1561.8028
Mean	223.26961
Median Absolute Deviation (MAD)	1
Skewness	16.202759
Sum	1.1981719 × 10⁸
Variance	527806.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	255344	40.3%
2	22484	3.5%
1	20129	3.2%
4	11793	1.9%
3	10044	1.6%
5	6895	1.1%
6	6713	1.1%
8	5105	0.8%
7	4519	0.7%
10	3510	0.6%
Other values (3831)	190112	30.0%
(Missing)	97703	15.4%

Value	Count	Frequency (%)
0	255344	40.3%
1	20129	3.2%
2	22484	3.5%
3	10044	1.6%
4	11793	1.9%
5	6895	1.1%
6	6713	1.1%
7	4519	0.7%
8	5105	0.8%
9	3401	0.5%

Value	Count	Frequency (%)
101300	2	< 0.1%
55327	2	< 0.1%
27410	2	< 0.1%
23670	8	< 0.1%
14600	2	< 0.1%
10230	2	< 0.1%
9326	1	< 0.1%
7641	4	< 0.1%
6382	6	< 0.1%
6208	3	< 0.1%

nombre_peaje
Text

Distinct	151
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Length

Max length	18
Median length	14
Mean length	8.4234533
Min length	4

Characters and Unicode

Total characters	5343426
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	alvarado
2nd row	alvarado
3rd row	alvarado
4th row	alvarado
5th row	alvarado

Value	Count	Frequency (%)
el	53735	6.3%
loboguerrero	32428	3.8%
los	28552	3.3%
la	28375	3.3%
roble	24705	2.9%
amaga	24060	2.8%
albarracin	22302	2.6%
caimanera	21249	2.5%
andes	20664	2.4%
puerto	17015	2.0%
Other values (161)	582278	68.1%

Most occurring characters

Value	Count	Frequency (%)
a	973473	18.2%
r	525399	9.8%
o	467790	8.8%
e	424926	8.0%
l	334488	6.3%
i	318801	6.0%
c	288869	5.4%
s	279988	5.2%
n	273378	5.1%
	221012	4.1%
Other values (21)	1235302	23.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5343426	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	973473	18.2%
r	525399	9.8%
o	467790	8.8%
e	424926	8.0%
l	334488	6.3%
i	318801	6.0%
c	288869	5.4%
s	279988	5.2%
n	273378	5.1%
	221012	4.1%
Other values (21)	1235302	23.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5343426	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	973473	18.2%
r	525399	9.8%
o	467790	8.8%
e	424926	8.0%
l	334488	6.3%
i	318801	6.0%
c	288869	5.4%
s	279988	5.2%
n	273378	5.1%
	221012	4.1%
Other values (21)	1235302	23.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5343426	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	973473	18.2%
r	525399	9.8%
o	467790	8.8%
e	424926	8.0%
l	334488	6.3%
i	318801	6.0%
c	288869	5.4%
s	279988	5.2%
n	273378	5.1%
	221012	4.1%
Other values (21)	1235302	23.1%

codigo_tramo
Text

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Length

Max length	8
Median length	4
Mean length	4.0218286
Min length	0

Characters and Unicode

Total characters	2551251
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4305
2nd row	4305
3rd row	4305
4th row	4305
5th row	4305

Value	Count	Frequency (%)
5501	67671	10.6%
4001	32428	5.1%
6206	27741	4.4%
2513	25860	4.1%
nan	24897	3.9%
6003	24060	3.8%
2505	22520	3.5%
9004	21249	3.3%
2103	19384	3.1%
2515	17697	2.8%
Other values (82)	351938	55.4%

Most occurring characters

Value	Count	Frequency (%)
0	746983	29.3%
5	502422	19.7%
1	253189	9.9%
2	212448	8.3%
4	206443	8.1%
6	184479	7.2%
9	122988	4.8%
3	91759	3.6%
n	53999	2.1%
7	49583	1.9%
Other values (9)	126958	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2551251	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	746983	29.3%
5	502422	19.7%
1	253189	9.9%
2	212448	8.3%
4	206443	8.1%
6	184479	7.2%
9	122988	4.8%
3	91759	3.6%
n	53999	2.1%
7	49583	1.9%
Other values (9)	126958	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2551251	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	746983	29.3%
5	502422	19.7%
1	253189	9.9%
2	212448	8.3%
4	206443	8.1%
6	184479	7.2%
9	122988	4.8%
3	91759	3.6%
n	53999	2.1%
7	49583	1.9%
Other values (9)	126958	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2551251	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	746983	29.3%
5	502422	19.7%
1	253189	9.9%
2	212448	8.3%
4	206443	8.1%
6	184479	7.2%
9	122988	4.8%
3	91759	3.6%
n	53999	2.1%
7	49583	1.9%
Other values (9)	126958	5.0%

ubicacion
Text

Missing

Distinct	115
Distinct (%)	< 0.1%
Missing	24588
Missing (%)	3.9%
Memory size	4.8 MiB

Length

Max length	121
Median length	61
Mean length	43.996089
Min length	0

Characters and Unicode

Total characters	26827187
Distinct characters	72
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Vía Andalucía – Y de Cerritos PR2506 Km 86
2nd row	Vía Andalucía – Y de Cerritos PR2506 Km 86
3rd row	Vía Andalucía – Y de Cerritos PR2506 Km 86
4th row	Vía Andalucía – Y de Cerritos PR2506 Km 86
5th row	Vía Andalucía – Y de Cerritos PR2506 Km 86

Value	Count	Frequency (%)
km	475666	9.5%
vía	377940	7.5%
–	343190	6.8%
	287032	5.7%
de	99716	2.0%
en	97284	1.9%
el	94773	1.9%
ruta	86855	1.7%
la	86353	1.7%
bogotá	72615	1.4%
Other values (328)	2991382	59.7%

Most occurring characters

Value	Count	Frequency (%)
	4486651	16.7%
a	2353882	8.8%
e	1336897	5.0%
i	1291096	4.8%
o	1151684	4.3%
r	1142732	4.3%
n	1080572	4.0%
0	966657	3.6%
l	754123	2.8%
u	694238	2.6%
Other values (62)	11568655	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26827187	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	4486651	16.7%
a	2353882	8.8%
e	1336897	5.0%
i	1291096	4.8%
o	1151684	4.3%
r	1142732	4.3%
n	1080572	4.0%
0	966657	3.6%
l	754123	2.8%
u	694238	2.6%
Other values (62)	11568655	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26827187	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	4486651	16.7%
a	2353882	8.8%
e	1336897	5.0%
i	1291096	4.8%
o	1151684	4.3%
r	1142732	4.3%
n	1080572	4.0%
0	966657	3.6%
l	754123	2.8%
u	694238	2.6%
Other values (62)	11568655	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26827187	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	4486651	16.7%
a	2353882	8.8%
e	1336897	5.0%
i	1291096	4.8%
o	1151684	4.3%
r	1142732	4.3%
n	1080572	4.0%
0	966657	3.6%
l	754123	2.8%
u	694238	2.6%
Other values (62)	11568655	43.1%

objectid
Real number (ℝ)

High correlation Missing

Distinct	204
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	1131.7784

Minimum	7
Maximum	11433
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	7
5-th percentile	47
Q1	166
median	401
Q3	524
95-th percentile	9833
Maximum	11433
Range	11426
Interquartile range (IQR)	358

Descriptive statistics

Standard deviation	2595.5681
Coefficient of variation (CV)	2.2933537
Kurtosis	7.9000473
Mean	1131.7784
Median Absolute Deviation (MAD)	173
Skewness	3.0826295
Sum	6.3659592 × 10⁸
Variance	6736974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
294	8118	1.3%
449	7519	1.2%
450	7519	1.2%
10232	7519	1.2%
467	7519	1.2%
9831	7519	1.2%
9833	7519	1.2%
10231	7519	1.2%
448	7519	1.2%
466	7519	1.2%
Other values (194)	486685	76.7%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
7	882	0.1%
8	826	0.1%
17	1474	0.2%
27	826	0.1%
28	3192	0.5%
34	2070	0.3%
36	2215	0.3%
37	4504	0.7%
38	2215	0.3%
39	2019	0.3%

Value	Count	Frequency (%)
11433	2327	0.4%
11432	2327	0.4%
11032	2327	0.4%
10232	7519	1.2%
10231	7519	1.2%
9833	7519	1.2%
9831	7519	1.2%
9031	2361	0.4%
8233	1190	0.2%
5431	3963	0.6%

categoria
Categorical

High correlation Imbalance Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

1	486065
Por Definir	65821
3	6334
4	4254

Length

Max length	11
Median length	1
Mean length	2.1702052
Min length	1

Characters and Unicode

Total characters	1220684
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	486065	76.6%
Por Definir	65821	10.4%
3	6334	1.0%
4	4254	0.7%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	486065	77.4%
por	65821	10.5%
definir	65821	10.5%
3	6334	1.0%
4	4254	0.7%

Most occurring characters

Value	Count	Frequency (%)
1	486065	39.8%
r	131642	10.8%
i	131642	10.8%
P	65821	5.4%
o	65821	5.4%
	65821	5.4%
e	65821	5.4%
D	65821	5.4%
f	65821	5.4%
n	65821	5.4%
Other values (2)	10588	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1220684	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	486065	39.8%
r	131642	10.8%
i	131642	10.8%
P	65821	5.4%
o	65821	5.4%
	65821	5.4%
e	65821	5.4%
D	65821	5.4%
f	65821	5.4%
n	65821	5.4%
Other values (2)	10588	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1220684	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	486065	39.8%
r	131642	10.8%
i	131642	10.8%
P	65821	5.4%
o	65821	5.4%
	65821	5.4%
e	65821	5.4%
D	65821	5.4%
f	65821	5.4%
n	65821	5.4%
Other values (2)	10588	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1220684	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	486065	39.8%
r	131642	10.8%
i	131642	10.8%
P	65821	5.4%
o	65821	5.4%
	65821	5.4%
e	65821	5.4%
D	65821	5.4%
f	65821	5.4%
n	65821	5.4%
Other values (2)	10588	0.9%

poste_de_referencia_inicial
Real number (ℝ)

High correlation Missing Zeros

Distinct	69
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.408794

Minimum	0
Maximum	131
Zeros	204345
Zeros (%)	32.2%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19
Q3	59
95-th percentile	108
Maximum	131
Range	131
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	35.363942
Coefficient of variation (CV)	1.0911835
Kurtosis	-0.56474388
Mean	32.408794
Median Absolute Deviation (MAD)	19
Skewness	0.78750337
Sum	18229104
Variance	1250.6084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	204345	32.2%
59	43010	6.8%
25	19048	3.0%
19	18896	3.0%
108	17416	2.7%
62	16562	2.6%
2	13752	2.2%
39	9805	1.5%
10	9165	1.4%
18	8418	1.3%
Other values (59)	202057	31.9%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
0	204345	32.2%
2	13752	2.2%
3	2836	0.4%
5	7470	1.2%
6	5527	0.9%
7	2146	0.3%
9	666	0.1%
10	9165	1.4%
12	3530	0.6%
14	4430	0.7%

Value	Count	Frequency (%)
131	2076	0.3%
117	4390	0.7%
114	3963	0.6%
109	2863	0.5%
108	17416	2.7%
98	3963	0.6%
97	3963	0.6%
95	3963	0.6%
93	4767	0.8%
92	2406	0.4%

distancia_inicial
Real number (ℝ)

Missing Zeros

Distinct	68
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	254.80158

Minimum	0
Maximum	2775
Zeros	311133
Zeros (%)	49.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	441
95-th percentile	964
Maximum	2775
Range	2775
Interquartile range (IQR)	441

Descriptive statistics

Standard deviation	409.39206
Coefficient of variation (CV)	1.6067092
Kurtosis	9.104311
Mean	254.80158
Median Absolute Deviation (MAD)	0
Skewness	2.3785316
Sum	1.4331927 × 10⁸
Variance	167601.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	311133	49.0%
800	15115	2.4%
500	14708	2.3%
180	9230	1.5%
964	7519	1.2%
1118	7519	1.2%
96	7519	1.2%
300	7463	1.2%
100	6910	1.1%
876	6465	1.0%
Other values (58)	168893	26.6%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
0	311133	49.0%
9	1190	0.2%
10	666	0.1%
13	1652	0.3%
24	2406	0.4%
40	1520	0.2%
49	3963	0.6%
60	2215	0.3%
86	826	0.1%
96	7519	1.2%

Value	Count	Frequency (%)
2775	4188	0.7%
1136	3963	0.6%
1130	2215	0.3%
1118	7519	1.2%
1000	3998	0.6%
980	4201	0.7%
964	7519	1.2%
942	4846	0.8%
937	2361	0.4%
925	4188	0.7%

poste_de_referencia_final
Real number (ℝ)

High correlation Missing Zeros

Distinct	103
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	64.645952

Minimum	0
Maximum	149
Zeros	24644
Zeros (%)	3.9%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	34
median	62
Q3	99
95-th percentile	120
Maximum	149
Range	149
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	38.729998
Coefficient of variation (CV)	0.59910941
Kurtosis	-1.0751283
Mean	64.645952
Median Absolute Deviation (MAD)	35
Skewness	-0.019872148
Sum	36361667
Variance	1500.0128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
108	51490	8.1%
0	24644	3.9%
62	23932	3.8%
25	19048	3.0%
72	14169	2.2%
19	13569	2.1%
59	12934	2.0%
86	12622	2.0%
87	12134	1.9%
35	11763	1.9%
Other values (93)	366169	57.7%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
0	24644	3.9%
2	10560	1.7%
3	1306	0.2%
5	10594	1.7%
6	5527	0.9%
7	2146	0.3%
8	1432	0.2%
9	666	0.1%
10	9165	1.4%
12	3530	0.6%

Value	Count	Frequency (%)
149	2000	0.3%
145	3192	0.5%
140	2972	0.5%
138	5899	0.9%
135	1306	0.2%
134	826	0.1%
131	2076	0.3%
124	68	< 0.1%
123	1530	0.2%
122	4201	0.7%

distancia_final
Real number (ℝ)

Missing Zeros

Distinct	107
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	424.06376

Minimum	0
Maximum	3045
Zeros	140019
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	300
Q3	697
95-th percentile	1118
Maximum	3045
Range	3045
Interquartile range (IQR)	666

Descriptive statistics

Standard deviation	478.49226
Coefficient of variation (CV)	1.1283498
Kurtosis	8.8204579
Mean	424.06376
Median Absolute Deviation (MAD)	300
Skewness	2.26795
Sum	2.3852484 × 10⁸
Variance	228954.84
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	140019	22.1%
96	37595	5.9%
500	26894	4.2%
408	13266	2.1%
180	9230	1.5%
600	8416	1.3%
55	8118	1.3%
250	7749	1.2%
695	7721	1.2%
1118	7519	1.2%
Other values (97)	295947	46.7%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
0	140019	22.1%
31	2406	0.4%
40	1520	0.2%
49	3963	0.6%
55	8118	1.3%
60	2215	0.3%
81	2457	0.4%
84	1910	0.3%
96	37595	5.9%
99.7	3192	0.5%

Value	Count	Frequency (%)
3045	4188	0.7%
2775	4188	0.7%
1450	3998	0.6%
1360	4846	0.8%
1295	1227	0.2%
1150	1822	0.3%
1136	3963	0.6%
1130	2215	0.3%
1118	7519	1.2%
1000	3998	0.6%

nombre_ruta
Categorical

High correlation Missing

Distinct	21
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

Troncal de Occidente	104739
Troncal Central del Norte	77204
Troncal del Magdalena	66237
Transversal Buenaventura - Villavicencio - Puerto Carreño	64777
Transversal Tribuga - Arauca	58241
Other values (16)	191276

Length

Max length	78
Median length	57
Mean length	30.436166
Min length	18

Characters and Unicode

Total characters	17119552
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Alternas a la Troncal del Magdalena
2nd row	Alternas a la Troncal del Magdalena
3rd row	Alternas a la Troncal del Magdalena
4th row	Alternas a la Troncal del Magdalena
5th row	Alternas a la Troncal del Magdalena

Common Values

Value	Count	Frequency (%)
Troncal de Occidente	104739	16.5%
Troncal Central del Norte	77204	12.2%
Troncal del Magdalena	66237	10.4%
Transversal Buenaventura - Villavicencio - Puerto Carreño	64777	10.2%
Transversal Tribuga - Arauca	58241	9.2%
Transversal del Caribe	48205	7.6%
Alternas a la Transversal del Caribe	32554	5.1%
Troncal Villagarzon - Saravena	22600	3.6%
Transversal Medellin - Bogotá	14343	2.3%
Alternas a la Troncal de Occidente	12690	2.0%
Other values (11)	60884	9.6%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
troncal	318190	12.8%
	287887	11.6%
del	254628	10.3%
transversal	245112	9.9%
de	125016	5.0%
occidente	117429	4.7%
central	90898	3.7%
norte	90898	3.7%
puerto	83111	3.3%
caribe	80759	3.3%
Other values (34)	788859	31.8%

Most occurring characters

Value	Count	Frequency (%)
a	2024189	11.8%
	1920313	11.2%
e	1778321	10.4%
r	1646291	9.6%
l	1338632	7.8%
n	1240081	7.2%
o	787351	4.6%
c	775742	4.5%
T	623813	3.6%
d	593716	3.5%
Other values (31)	4391103	25.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17119552	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	2024189	11.8%
	1920313	11.2%
e	1778321	10.4%
r	1646291	9.6%
l	1338632	7.8%
n	1240081	7.2%
o	787351	4.6%
c	775742	4.5%
T	623813	3.6%
d	593716	3.5%
Other values (31)	4391103	25.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17119552	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	2024189	11.8%
	1920313	11.2%
e	1778321	10.4%
r	1646291	9.6%
l	1338632	7.8%
n	1240081	7.2%
o	787351	4.6%
c	775742	4.5%
T	623813	3.6%
d	593716	3.5%
Other values (31)	4391103	25.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17119552	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	2024189	11.8%
	1920313	11.2%
e	1778321	10.4%
r	1646291	9.6%
l	1338632	7.8%
n	1240081	7.2%
o	787351	4.6%
c	775742	4.5%
T	623813	3.6%
d	593716	3.5%
Other values (31)	4391103	25.6%

sector
Text

Missing

Distinct	154
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

Length

Max length	76
Median length	48
Mean length	26
Min length	9

Characters and Unicode

Total characters	14624324
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ibagué - Mariquita
2nd row	Ibagué - Mariquita
3rd row	Ibagué - Mariquita
4th row	Ibagué - Mariquita
5th row	Ibagué - Mariquita

Value	Count	Frequency (%)
	435956	17.1%
por	93810	3.7%
paso	91449	3.6%
la	85538	3.4%
nacional	69797	2.7%
el	65894	2.6%
de	58937	2.3%
puente	55872	2.2%
chocontá	54779	2.2%
tunja	48419	1.9%
Other values (212)	1486204	58.4%

Most occurring characters

Value	Count	Frequency (%)
	2019884	13.8%
a	1755279	12.0%
o	1115787	7.6%
e	975386	6.7%
r	834397	5.7%
n	697118	4.8%
i	677701	4.6%
l	570740	3.9%
t	528490	3.6%
u	488990	3.3%
Other values (52)	4960552	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14624324	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2019884	13.8%
a	1755279	12.0%
o	1115787	7.6%
e	975386	6.7%
r	834397	5.7%
n	697118	4.8%
i	677701	4.6%
l	570740	3.9%
t	528490	3.6%
u	488990	3.3%
Other values (52)	4960552	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14624324	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2019884	13.8%
a	1755279	12.0%
o	1115787	7.6%
e	975386	6.7%
r	834397	5.7%
n	697118	4.8%
i	677701	4.6%
l	570740	3.9%
t	528490	3.6%
u	488990	3.3%
Other values (52)	4960552	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14624324	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2019884	13.8%
a	1755279	12.0%
o	1115787	7.6%
e	975386	6.7%
r	834397	5.7%
n	697118	4.8%
i	677701	4.6%
l	570740	3.9%
t	528490	3.6%
u	488990	3.3%
Other values (52)	4960552	33.9%

administrador
Categorical

High correlation Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

2.0	338004
1.0	190602
3.0	17090
5.0	10318
6.0	6460

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1687422
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	338004	53.3%
1.0	190602	30.0%
3.0	17090	2.7%
5.0	10318	1.6%
6.0	6460	1.0%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	338004	60.1%
1.0	190602	33.9%
3.0	17090	3.0%
5.0	10318	1.8%
6.0	6460	1.1%

Most occurring characters

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
2	338004	20.0%
1	190602	11.3%
3	17090	1.0%
5	10318	0.6%
6	6460	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1687422	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
2	338004	20.0%
1	190602	11.3%
3	17090	1.0%
5	10318	0.6%
6	6460	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1687422	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
2	338004	20.0%
1	190602	11.3%
3	17090	1.0%
5	10318	0.6%
6	6460	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1687422	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
2	338004	20.0%
1	190602	11.3%
3	17090	1.0%
5	10318	0.6%
6	6460	0.4%

grupo_administrador_vial
Categorical

High correlation Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	449900
Missing (%)	70.9%
Memory size	4.8 MiB

1	98715
2	35800
	20907
3	18925
8	6460
Other values (2)	3644

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	184451
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	98715	15.6%
2	35800	5.6%
	20907	3.3%
3	18925	3.0%
8	6460	1.0%
5	3508	0.6%
4	136	< 0.1%
(Missing)	449900	70.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	98715	60.4%
2	35800	21.9%
3	18925	11.6%
8	6460	4.0%
5	3508	2.1%
4	136	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	98715	53.5%
2	35800	19.4%
	20907	11.3%
3	18925	10.3%
8	6460	3.5%
5	3508	1.9%
4	136	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	184451	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	98715	53.5%
2	35800	19.4%
	20907	11.3%
3	18925	10.3%
8	6460	3.5%
5	3508	1.9%
4	136	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	184451	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	98715	53.5%
2	35800	19.4%
	20907	11.3%
3	18925	10.3%
8	6460	3.5%
5	3508	1.9%
4	136	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	184451	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	98715	53.5%
2	35800	19.4%
	20907	11.3%
3	18925	10.3%
8	6460	3.5%
5	3508	1.9%
4	136	0.1%

superficie
Categorical

High correlation Imbalance Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

3	502780
	50453
1	9241

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	562474
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	502780	79.3%
	50453	8.0%
1	9241	1.5%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	502780	98.2%
1	9241	1.8%

Most occurring characters

Value	Count	Frequency (%)
3	502780	89.4%
	50453	9.0%
1	9241	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	562474	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	502780	89.4%
	50453	9.0%
1	9241	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	562474	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	502780	89.4%
	50453	9.0%
1	9241	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	562474	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	502780	89.4%
	50453	9.0%
1	9241	1.6%

calzada
Categorical

High correlation Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

1.0	245337
2.0	235484
3.0	81653

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1687422
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
1.0	245337	38.7%
2.0	235484	37.1%
3.0	81653	12.9%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	245337	43.6%
2.0	235484	41.9%
3.0	81653	14.5%

Most occurring characters

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
1	245337	14.5%
2	235484	14.0%
3	81653	4.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1687422	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
1	245337	14.5%
2	235484	14.0%
3	81653	4.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1687422	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
1	245337	14.5%
2	235484	14.0%
3	81653	4.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1687422	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	562474	33.3%
0	562474	33.3%
1	245337	14.5%
2	235484	14.0%
3	81653	4.8%

ruta
Categorical

High correlation Missing

Distinct	20
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

25	98005
55	77204
40	67698
90	61375
45	61299
Other values (15)	196893

Length

Max length	2
Median length	2
Mean length	1.9173704
Min length	1

Characters and Unicode

Total characters	1078471
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	43
2nd row	43
3rd row	43
4th row	43
5th row	43

Common Values

Value	Count	Frequency (%)
25	98005	15.4%
55	77204	12.2%
40	67698	10.7%
90	61375	9.7%
45	61299	9.7%
	46477	7.3%
50	27636	4.4%
65	22600	3.6%
62	19815	3.1%
21	19384	3.1%
Other values (10)	60981	9.6%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
25	98005	19.0%
55	77204	15.0%
40	67698	13.1%
90	61375	11.9%
45	61299	11.9%
50	27636	5.4%
65	22600	4.4%
62	19815	3.8%
21	19384	3.8%
29	12661	2.5%
Other values (9)	48320	9.4%

Most occurring characters

Value	Count	Frequency (%)
5	375827	34.8%
0	173308	16.1%
2	156925	14.6%
4	135339	12.5%
9	76294	7.1%
6	74347	6.9%
	46477	4.3%
1	19384	1.8%
3	8874	0.8%
8	6662	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1078471	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	375827	34.8%
0	173308	16.1%
2	156925	14.6%
4	135339	12.5%
9	76294	7.1%
6	74347	6.9%
	46477	4.3%
1	19384	1.8%
3	8874	0.8%
8	6662	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1078471	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	375827	34.8%
0	173308	16.1%
2	156925	14.6%
4	135339	12.5%
9	76294	7.1%
6	74347	6.9%
	46477	4.3%
1	19384	1.8%
3	8874	0.8%
8	6662	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1078471	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	375827	34.8%
0	173308	16.1%
2	156925	14.6%
4	135339	12.5%
9	76294	7.1%
6	74347	6.9%
	46477	4.3%
1	19384	1.8%
3	8874	0.8%
8	6662	0.6%

fuente
Categorical

Imbalance Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

IGAC (Contrato 2932/2008)	434289
WFS ANI	48984
IGAC (Contrato 2130/2014)	47878
Google Maps	15440
Google Maps, WFS ANI.	8402
Other values (2)	7481

Length

Max length	37
Median length	25
Mean length	23.108677
Min length	7

Characters and Unicode

Total characters	12998030
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IGAC (Contrato 2130/2014)
2nd row	IGAC (Contrato 2130/2014)
3rd row	IGAC (Contrato 2130/2014)
4th row	IGAC (Contrato 2130/2014)
5th row	IGAC (Contrato 2130/2014)

Common Values

Value	Count	Frequency (%)
IGAC (Contrato 2932/2008)	434289	68.5%
WFS ANI	48984	7.7%
IGAC (Contrato 2130/2014)	47878	7.5%
Google Maps	15440	2.4%
Google Maps, WFS ANI.	8402	1.3%
Google Maps (DC Criterio Técnico)	5528	0.9%
Archivos SHP suministrados por la ANI	1953	0.3%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
igac	482167	29.3%
contrato	482167	29.3%
2932/2008	434289	26.3%
ani	59339	3.6%
wfs	57386	3.5%
2130/2014	47878	2.9%
google	29370	1.8%
maps	29370	1.8%
dc	5528	0.3%
criterio	5528	0.3%
Other values (6)	15293	0.9%

Most occurring characters

Value	Count	Frequency (%)
2	1398623	10.8%
	1085841	8.4%
o	1039989	8.0%
C	975390	7.5%
t	971815	7.5%
0	964334	7.4%
A	543459	4.2%
I	541506	4.2%
a	515443	4.0%
G	511537	3.9%
Other values (34)	4450093	34.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12998030	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1398623	10.8%
	1085841	8.4%
o	1039989	8.0%
C	975390	7.5%
t	971815	7.5%
0	964334	7.4%
A	543459	4.2%
I	541506	4.2%
a	515443	4.0%
G	511537	3.9%
Other values (34)	4450093	34.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12998030	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1398623	10.8%
	1085841	8.4%
o	1039989	8.0%
C	975390	7.5%
t	971815	7.5%
0	964334	7.4%
A	543459	4.2%
I	541506	4.2%
a	515443	4.0%
G	511537	3.9%
Other values (34)	4450093	34.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12998030	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1398623	10.8%
	1085841	8.4%
o	1039989	8.0%
C	975390	7.5%
t	971815	7.5%
0	964334	7.4%
A	543459	4.2%
I	541506	4.2%
a	515443	4.0%
G	511537	3.9%
Other values (34)	4450093	34.2%

globalid
Text

Missing

Distinct	204
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Characters and Unicode

Total characters	20249064
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	39e4fdfc-e270-4c5b-831f-66a95421c314
2nd row	39e4fdfc-e270-4c5b-831f-66a95421c314
3rd row	39e4fdfc-e270-4c5b-831f-66a95421c314
4th row	39e4fdfc-e270-4c5b-831f-66a95421c314
5th row	39e4fdfc-e270-4c5b-831f-66a95421c314

Value	Count	Frequency (%)
82f3fc98-ce8b-46f8-b7a6-3b5cf1963682	8118	1.4%
f476c2a1-cda0-4ea4-9488-c987c8b0d072	7519	1.3%
e4c5e5c8-c417-4f9c-9c61-11ec5dbbf14f	7519	1.3%
7b572e28-5971-46f0-9149-db0a1da2347a	7519	1.3%
1c3d52fe-9046-4f66-888f-ecff9a25e02f	7519	1.3%
4d1909a3-470e-4ec5-9e25-53b9435c1119	7519	1.3%
5fe45486-39cd-4f49-8d1f-c66d7478a412	7519	1.3%
c1e0651f-bfcb-4d13-bb23-b355f5a0829b	7519	1.3%
57c4993a-e211-4e47-90af-4d1ec15a4a9f	7519	1.3%
b5acb2d9-e193-400e-8ab2-2aaf8070bc94	7519	1.3%
Other values (194)	486685	86.5%

Most occurring characters

Value	Count	Frequency (%)
-	2249896	11.1%
4	1727987	8.5%
9	1251012	6.2%
5	1161461	5.7%
b	1143300	5.6%
0	1133383	5.6%
1	1120579	5.5%
a	1110718	5.5%
c	1101282	5.4%
8	1095007	5.4%
Other values (7)	7154439	35.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20249064	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	2249896	11.1%
4	1727987	8.5%
9	1251012	6.2%
5	1161461	5.7%
b	1143300	5.6%
0	1133383	5.6%
1	1120579	5.5%
a	1110718	5.5%
c	1101282	5.4%
8	1095007	5.4%
Other values (7)	7154439	35.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20249064	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	2249896	11.1%
4	1727987	8.5%
9	1251012	6.2%
5	1161461	5.7%
b	1143300	5.6%
0	1133383	5.6%
1	1120579	5.5%
a	1110718	5.5%
c	1101282	5.4%
8	1095007	5.4%
Other values (7)	7154439	35.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20249064	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	2249896	11.1%
4	1727987	8.5%
9	1251012	6.2%
5	1161461	5.7%
b	1143300	5.6%
0	1133383	5.6%
1	1120579	5.5%
a	1110718	5.5%
c	1101282	5.4%
8	1095007	5.4%
Other values (7)	7154439	35.3%

nombretramo
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

Por Defnir	562474

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	5624740
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Por Defnir
2nd row	Por Defnir
3rd row	Por Defnir
4th row	Por Defnir
5th row	Por Defnir

Common Values

Value	Count	Frequency (%)
Por Defnir	562474	88.7%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
por	562474	50.0%
defnir	562474	50.0%

Most occurring characters

Value	Count	Frequency (%)
r	1124948	20.0%
P	562474	10.0%
o	562474	10.0%
	562474	10.0%
D	562474	10.0%
e	562474	10.0%
f	562474	10.0%
n	562474	10.0%
i	562474	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1124948	20.0%
P	562474	10.0%
o	562474	10.0%
	562474	10.0%
D	562474	10.0%
e	562474	10.0%
f	562474	10.0%
n	562474	10.0%
i	562474	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1124948	20.0%
P	562474	10.0%
o	562474	10.0%
	562474	10.0%
D	562474	10.0%
e	562474	10.0%
f	562474	10.0%
n	562474	10.0%
i	562474	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1124948	20.0%
P	562474	10.0%
o	562474	10.0%
	562474	10.0%
D	562474	10.0%
e	562474	10.0%
f	562474	10.0%
n	562474	10.0%
i	562474	10.0%

created_user
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

SIG_INVIAS	562474

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	5624740
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SIG_INVIAS
2nd row	SIG_INVIAS
3rd row	SIG_INVIAS
4th row	SIG_INVIAS
5th row	SIG_INVIAS

Common Values

Value	Count	Frequency (%)
SIG_INVIAS	562474	88.7%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sig_invias	562474	100.0%

Most occurring characters

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

created_date
Date

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

Minimum	2025-05-02 05:01:01
Maximum	2025-05-02 05:01:01
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=1)

last_edited_user
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

SIG_INVIAS	562474

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	5624740
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SIG_INVIAS
2nd row	SIG_INVIAS
3rd row	SIG_INVIAS
4th row	SIG_INVIAS
5th row	SIG_INVIAS

Common Values

Value	Count	Frequency (%)
SIG_INVIAS	562474	88.7%
(Missing)	71877	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sig_invias	562474	100.0%

Most occurring characters

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5624740	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	1687422	30.0%
S	1124948	20.0%
G	562474	10.0%
_	562474	10.0%
N	562474	10.0%
V	562474	10.0%
A	562474	10.0%

last_edited_date
Date

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Memory size	4.8 MiB

Minimum	2025-05-02 05:01:01
Maximum	2025-05-02 05:01:01
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=1)

territorial
Real number (ℝ)

High correlation Missing Zeros

Distinct	24
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	15.215948

Minimum	0
Maximum	28
Zeros	29885
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	14
Q3	25
95-th percentile	28
Maximum	28
Range	28
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	9.7212671
Coefficient of variation (CV)	0.63888673
Kurtosis	-1.3210166
Mean	15.215948
Median Absolute Deviation (MAD)	10
Skewness	-0.11730072
Sum	8558575
Variance	94.503034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
28	108408	17.1%
12	63356	10.0%
1	53614	8.5%
11	45862	7.2%
25	38406	6.1%
16	30359	4.8%
0	29885	4.7%
14	23727	3.7%
24	21396	3.4%
23	18397	2.9%
Other values (14)	129064	20.3%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
0	29885	4.7%
1	53614	8.5%
2	11107	1.8%
3	16729	2.6%
4	10824	1.7%
5	17051	2.7%
7	2019	0.3%
9	8511	1.3%
11	45862	7.2%
12	63356	10.0%

Value	Count	Frequency (%)
28	108408	17.1%
26	3066	0.5%
25	38406	6.1%
24	21396	3.4%
23	18397	2.9%
22	12836	2.0%
21	14301	2.3%
20	5653	0.9%
18	9190	1.4%
17	3176	0.5%

shape__length
Real number (ℝ)

Missing

Distinct	204
Distinct (%)	< 0.1%
Missing	71877
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	35859.262

Minimum	57.251086
Maximum	187543.56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 MiB

Quantile statistics

Minimum	57.251086
5-th percentile	185.7228
Q1	2787.6523
median	20288.041
Q3	59955.463
95-th percentile	111391.58
Maximum	187543.56
Range	187486.31
Interquartile range (IQR)	57167.811

Descriptive statistics

Standard deviation	39621.887
Coefficient of variation (CV)	1.1049276
Kurtosis	1.5950185
Mean	35859.262
Median Absolute Deviation (MAD)	18999.524
Skewness	1.3444294
Sum	2.0169903 × 10¹⁰
Variance	1.5698939 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93718.4475	8118	1.3%
38368.02634	7519	1.2%
4350.726746	7519	1.2%
2442.963321	7519	1.2%
17688.58664	7519	1.2%
28213.22049	7519	1.2%
57.25108628	7519	1.2%
2675.503671	7519	1.2%
66485.17894	7519	1.2%
67125.05935	7519	1.2%
Other values (194)	486685	76.7%
(Missing)	71877	11.3%

Value	Count	Frequency (%)
57.25108628	7519	1.2%
60.11756091	1474	0.2%
77.79665568	1474	0.2%
78.24250373	2327	0.4%
79.58696033	1520	0.2%
89.32030806	1474	0.2%
94.09577605	1474	0.2%
119.955042	2215	0.3%
141.257527	1474	0.2%
147.5303928	666	0.1%

Value	Count	Frequency (%)
187543.5632	826	0.1%
182615.2639	2000	0.3%
171893.496	5899	0.9%
167668.3091	3192	0.5%
145732.2463	896	0.1%
138865.755	2016	0.3%
132217.2231	1306	0.2%
127407.0039	1428	0.2%
117609.5109	2461	0.4%
111760.7257	4201	0.7%

mes
Date

Distinct	125
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Minimum	2014-01-01 00:00:00
Maximum	2024-05-01 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Interactions

Correlations

	administrador	calzada	cantidadevasores	cantidadexentos787	cantidadtrafico	categoria	categoriatarifa	distancia_final	distancia_inicial	fuente	grupo_administrador_vial	idpeaje	nombre_ruta	objectid	poste_de_referencia_final	poste_de_referencia_inicial	ruta	shape__length	superficie	territorial	valortarifa
administrador	1.000	0.155	0.000	0.000	0.030	0.121	0.068	0.235	0.147	0.178	0.824	0.253	0.336	0.092	0.247	0.315	0.335	0.306	0.137	0.344	0.047
calzada	0.155	1.000	0.000	0.002	0.078	0.625	0.126	0.246	0.166	0.467	0.227	0.319	0.479	0.584	0.408	0.436	0.484	0.236	0.188	0.432	0.053
cantidadevasores	0.000	0.000	1.000	0.148	0.146	0.000	0.005	-0.027	-0.045	0.005	0.000	0.041	0.016	-0.019	-0.025	-0.026	0.016	0.043	0.000	0.030	-0.070
cantidadexentos787	0.000	0.002	0.148	1.000	0.730	0.000	0.006	0.021	0.023	0.006	0.000	-0.021	0.013	-0.075	-0.025	-0.024	0.016	0.007	0.000	0.038	-0.090
cantidadtrafico	0.030	0.078	0.146	0.730	1.000	0.051	0.183	-0.003	0.006	0.078	0.056	-0.038	0.078	0.007	0.002	-0.006	0.075	0.025	0.037	0.045	0.174
categoria	0.121	0.625	0.000	0.000	0.051	1.000	0.096	0.173	0.160	0.414	0.146	0.313	0.441	0.456	0.330	0.323	0.400	0.356	0.097	0.334	0.044
categoriatarifa	0.068	0.126	0.005	0.006	0.183	0.096	1.000	0.075	0.064	0.093	0.124	0.139	0.132	0.098	0.091	0.080	0.122	0.095	0.093	0.107	0.348
distancia_final	0.235	0.246	-0.027	0.021	-0.003	0.173	0.075	1.000	0.169	0.211	0.239	0.057	0.373	-0.125	-0.023	0.077	0.388	-0.111	0.119	-0.139	0.029
distancia_inicial	0.147	0.166	-0.045	0.023	0.006	0.160	0.064	0.169	1.000	0.148	0.284	-0.121	0.316	0.002	0.115	0.439	0.333	-0.209	0.126	-0.087	0.016
fuente	0.178	0.467	0.005	0.006	0.078	0.414	0.093	0.211	0.148	1.000	0.349	0.284	0.402	0.319	0.323	0.292	0.424	0.265	0.338	0.245	0.074
grupo_administrador_vial	0.824	0.227	0.000	0.000	0.056	0.146	0.124	0.239	0.284	0.349	1.000	0.339	0.443	0.115	0.491	0.399	0.573	0.392	0.450	0.607	0.099
idpeaje	0.253	0.319	0.041	-0.021	-0.038	0.313	0.139	0.057	-0.121	0.284	0.339	1.000	0.509	-0.086	-0.041	-0.108	0.519	0.201	0.272	0.160	0.014
nombre_ruta	0.336	0.479	0.016	0.013	0.078	0.441	0.132	0.373	0.316	0.402	0.443	0.509	1.000	0.307	0.403	0.361	0.870	0.369	0.517	0.494	0.106
objectid	0.092	0.584	-0.019	-0.075	0.007	0.456	0.098	-0.125	0.002	0.319	0.115	-0.086	0.307	1.000	0.133	0.208	0.312	-0.223	0.083	0.166	-0.088
poste_de_referencia_final	0.247	0.408	-0.025	-0.025	0.002	0.330	0.091	-0.023	0.115	0.323	0.491	-0.041	0.403	0.133	1.000	0.645	0.379	0.295	0.308	-0.107	-0.055
poste_de_referencia_inicial	0.315	0.436	-0.026	-0.024	-0.006	0.323	0.080	0.077	0.439	0.292	0.399	-0.108	0.361	0.208	0.645	1.000	0.355	-0.317	0.329	-0.144	-0.050
ruta	0.335	0.484	0.016	0.016	0.075	0.400	0.122	0.388	0.333	0.424	0.573	0.519	0.870	0.312	0.379	0.355	1.000	0.353	0.831	0.501	0.100
shape__length	0.306	0.236	0.043	0.007	0.025	0.356	0.095	-0.111	-0.209	0.265	0.392	0.201	0.369	-0.223	0.295	-0.317	0.353	1.000	0.184	0.012	0.006
superficie	0.137	0.188	0.000	0.000	0.037	0.097	0.093	0.119	0.126	0.338	0.450	0.272	0.517	0.083	0.308	0.329	0.831	0.184	1.000	0.289	0.063
territorial	0.344	0.432	0.030	0.038	0.045	0.334	0.107	-0.139	-0.087	0.245	0.607	0.160	0.494	0.166	-0.107	-0.144	0.501	0.012	0.289	1.000	0.063
valortarifa	0.047	0.053	-0.070	-0.090	0.174	0.044	0.348	0.029	0.016	0.074	0.099	0.014	0.106	-0.088	-0.055	-0.050	0.100	0.006	0.063	0.063	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	idpeaje	peaje	categoriatarifa	desde	hasta	valortarifa	cantidadtrafico	cantidadevasores	cantidadexentos787	nombre_peaje	codigo_tramo	ubicacion	objectid	categoria	poste_de_referencia_final	distancia_final	nombre_ruta	sector	administrador	grupo_administrador_vial	superficie	calzada	ruta	fuente	globalid	nombretramo	created_user	created_date	last_edited_user	last_edited_date	territorial	shape__length	mes
0	1	ALVARADO	I	2015-08-21	2015-08-31	7000	27730	0.0	660.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
1	1	ALVARADO	II	2015-08-21	2015-08-31	7600	9930	0.0	70.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
2	1	ALVARADO	III	2015-08-21	2015-08-31	16100	1277	0.0	0.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
3	1	ALVARADO	IV	2015-08-21	2015-08-31	20400	2074	0.0	0.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
4	1	ALVARADO	V	2015-08-21	2015-08-31	22900	4167	0.0	0.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
5	1	ALVARADO	EA	2015-08-21	2015-08-31	7200	7	0.0	0.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
6	1	ALVARADO	EG	2015-08-21	2015-08-31	5300	8	0.0	0.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
7	1	ALVARADO	ER	2015-08-21	2015-08-31	6900	45	0.0	0.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
8	1	ALVARADO	IE	2015-08-21	2015-08-31	4800	407	NaN	NaN	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08
9	1	ALVARADO	I	2015-09-01	2015-09-30	7000	84731	1.0	1959.0	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-09

	idpeaje	peaje	categoriatarifa	desde	hasta	cantidadtrafico	nombre_peaje	codigo_tramo	ubicacion	objectid	categoria	poste_de_referencia_inicial	distancia_inicial	poste_de_referencia_final	distancia_final	nombre_ruta	sector	administrador	grupo_administrador_vial	superficie	calzada	ruta	fuente	globalid	nombretramo	created_user	created_date	last_edited_user	last_edited_date	territorial	shape__length	mes
634341	221	ETD 10+850	I	2024-04-01	2024-04-30	224309	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-04
634342	221	ETD 10+850	II	2024-04-01	2024-04-30	43116	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-04
634343	221	ETD 10+850	III	2024-04-01	2024-04-30	1467	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-04
634344	221	ETD 10+850	IV	2024-04-01	2024-04-30	888	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-04
634345	221	ETD 10+850	V	2024-04-01	2024-04-30	4633	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-04
634346	221	ETD 10+850	I	2024-05-01	2024-05-31	235105	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-05
634347	221	ETD 10+850	II	2024-05-01	2024-05-31	42502	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-05
634348	221	ETD 10+850	III	2024-05-01	2024-05-31	1600	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-05
634349	221	ETD 10+850	IV	2024-05-01	2024-05-31	887	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-05
634350	221	ETD 10+850	V	2024-05-01	2024-05-31	4748	etd 10+850	nan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2024-05

Duplicate rows

Most frequently occurring

	idpeaje	peaje	categoriatarifa	desde	hasta	valortarifa	cantidadtrafico	nombre_peaje	codigo_tramo	ubicacion	objectid	categoria	poste_de_referencia_final	distancia_final	nombre_ruta	sector	administrador	grupo_administrador_vial	superficie	calzada	ruta	fuente	globalid	nombretramo	created_user	created_date	last_edited_user	last_edited_date	territorial	shape__length	mes	# duplicates
0	1	ALVARADO	EA	2015-08-21	2015-08-31	7200	7	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-08	2
1	1	ALVARADO	EA	2015-09-01	2015-09-30	7200	20	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-09	2
2	1	ALVARADO	EA	2015-10-01	2015-10-31	7200	31	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-10	2
3	1	ALVARADO	EA	2015-11-01	2015-11-30	7200	13	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-11	2
4	1	ALVARADO	EA	2015-12-01	2015-12-31	7200	27	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2015-12	2
5	1	ALVARADO	EA	2016-01-01	2016-01-15	7200	7	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2016-01	2
6	1	ALVARADO	EA	2016-01-16	2016-01-31	7700	34	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2016-01	2
7	1	ALVARADO	EA	2016-02-01	2016-02-29	7700	25	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2016-02	2
8	1	ALVARADO	EA	2016-03-01	2016-03-31	7700	14	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2016-03	2
9	1	ALVARADO	EA	2016-04-01	2016-04-17	7700	16	alvarado	4305	Vía Andalucía – Y de Cerritos PR2506 Km 86	475.0	1	105.0	193.0	Alternas a la Troncal del Magdalena	Ibagué - Mariquita	2.0	NaN	3	2.0	43	IGAC (Contrato 2130/2014)	39e4fdfc-e270-4c5b-831f-66a95421c314	Por Defnir	SIG_INVIAS	5/2/2025 5:01:01 AM	SIG_INVIAS	5/2/2025 5:01:01 AM	24.0	105584.394888	2016-04	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters